Soo-Yeon Ji

Seoul National University of Science and Technology — South Korea

Computer Science · Physical Sciences

14h-index731citations92works0.32yr avg
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Research Topics

Network Security and Intrusion Detection(12), Non-Invasive Vital Sign Monitoring(11), Advanced MRI Techniques and Applications(10), Data Visualization and Analytics(9), ECG Monitoring and Analysis(9)

Publications92 total

Adaptive Symbolic Reasoning and Reinforcement Learning for Dynamic Network Traffic Classification
2025
Designing a hybrid approach for multivariate network attack forecasting and detection
Computer Networks·2025
Resolution generalization of deep learning-based dipole inversion networks for QSM
NeuroImage·2025Open Access
Vessel segmentation toolbox for susceptibility imaging: Region-growing algorithm and deep learning
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Exploring vessel artifacts in χ-separation
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Vessel segmentation for χ$$ \chi $$‐separation in quantitative susceptibility mapping
Magnetic Resonance in Medicine·2025Open Access
Designing an Interactive Visual Analytics System for Precipitation Data Analysis
Applied Sciences·2025Open Access
Designing an Interactive Visual Analytics System for Precipitation Data Analysis
Preprints.org·2025Open Access
In-vivo high-resolution χ-separation at 7T
NeuroImage·2025· 1 citedOpen Access
A microservices architecture for processing large electroencephalogram studies
International Journal of Computers and Applications·2025· 1 cited
Clinical Dementia Rating Classification Using Integrated Vision and Language Information
IEEE Access·2025Open Access
A SCOPING REVIEW OF MACHINE LEARNING STUDIES ON DEMENTIA RISK FOR ETHNORACIAL MINORITIES
Innovation in Aging·2024Open Access
A SCOPING REVIEW OF MACHINE LEARNING STUDIES ON DEMENTIA RISK FOR ETHNORACIAL MINORITIES
Innovation in Aging·2024Open Access
Multimodal Approach for CDR : Vision-Language Integration for Enhanced Clinical Dementia Rating Classification in Alzheimer’s Disease
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
In-vivo high-resolution χ-separation (chi-separation) at 7T
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Automated Sequence Design using Neural Architecture Search: Reliability and Reproducibility
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Patterns of Popular Artifacts in QSM and χ-separation (chi-separation)
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
SandwichNM Denoising with Deep Learning-Based Approach
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Investigation and validation for cortical laminar structures of myelin and iron using χ-separation (chi-separation)
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Systematic analysis of relaxometric constant in brain using temperature-dependent relaxometry and susceptibility: Toward 7T chi-separation
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024· 1 cited
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Frequent Co-authors

Dong Hyun Jeong(26), Kayvan Najarian(18), Kevin R. Ward(8), Toan Huynh(7), Bong Keun Jeong(7), Rebecca Smith(5), Bong-Keun Jeong(4), Wenan Chen(4), Charles Kamhoua(4), Nandi Leslie(4), Seonho Choi(3), Byunggu Yu(3), Ashwin Belle(3), Hyeong‐Geol Shin(3), Abed Al Raoof Bsoul(2), Remco Chang(2), Benjamin Harvey(2), Kathy L. Ryan(2), Caroline A. Rickards(2), Víctor A. Convertino(2)